{"id":"W7094450365","doi":"","title":"Analysis of enteric disease outbreak metrics, British Columbia Centre for Disease Control, 2005â2014","year":2017,"lang":"en","type":"article","venue":"PubMed Central","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Outbreak; Disease; Epidemiology; Enteric virus; Enteric fever; Disease surveillance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001598491,0.0007403441,0.0005366423,0.008685494,0.0008300217,0.001458683,0.0009394049,0.0002468162,0.005005945],"category_scores_gemma":[0.01047551,0.000467123,0.0005213994,0.014399,0.0001602826,0.0005146929,0.0009111327,0.0005165344,0.001127427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01089358,"about_ca_system_score_gemma":0.02581805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9472609,"about_ca_topic_score_gemma":0.9704198,"domain_scores_codex":[0.9985864,0.0001318127,0.0002368316,0.0002031617,0.0006164677,0.0002253345],"domain_scores_gemma":[0.9935981,0.0004602094,0.0006453437,0.0001947783,0.004601318,0.0005003703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001088537,0.0001291048,0.4792258,0.001672785,0.000653574,0.0002132627,0.0004338816,0.003450728,0.0005043045,0.0005135989,0.3951505,0.116964],"study_design_scores_gemma":[0.00006563168,0.0000504475,0.9674118,0.0001836581,0.0001689687,0.00006237633,0.0004793424,0.002560578,0.000283552,0.00006272804,0.02864813,0.00002286945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.169783,0.003446323,0.0009849964,0.001108435,0.0001136553,0.000461054,0.8114962,0.0007811077,0.01182524],"genre_scores_gemma":[0.3288732,0.003358885,0.004507262,0.0002006925,0.0000535726,0.0005233953,0.6378223,0.0002067456,0.02445401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05273914,"threshold_uncertainty_score":0.1060994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965361145543261,"score_gpt":0.2226998126337244,"score_spread":0.2030462011782918,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}